Ground cover classification of satellite imagery on parallel architectures.
Date of Issue2005
School of Computer Engineering
In this thesis, a detailed review is performed on some existed unsupervised classification algorithms, such as k-means, fuzzy k-means, ISODATA, Improved Splitting and Merging Clustering (ISMC) algorithm, and Mean-Shift algorithm. In particular, the ISMC algorithm and the Mean-Shift algorithm are analysed carefully here.
DRNTU::Engineering::Computer science and engineering::Computer systems organization::Special-purpose and application-based systems
Nanyang Technological University